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Space-partition method for the variance-based sensitivity analysis: Optimal partition scheme and comparative study
16 references·4 citing·23 second hop
Space-partition method for the variance-based sensitivity analysis: Optimal partition scheme and comparative study (2014)Space-partition method for the variance-b…Global sensitivity measures from given data (2012)Global sensitivity measures f…Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion (2012)Data-driven uncertainty quant…Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Variance based sensitivity an…A new uncertainty importance measure (2006)A new uncertainty importance …Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Latin hypercube sampling and …On the Relative Importance of Input Factors in Mathematical Models (2002)On the Relative Importance of…Making best use of model evaluations to compute sensitivity indices (2002)Making best use of model eval…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…Analysis of variance designs for model output (1999)Analysis of variance designs …Sensitivity measures,anova-like Techniques and the use of bootstrap (1997)Sensitivity measures,anova-li…Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Uncertainty and sensitivity a…Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Comparison of Three Methods f…Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory (1973)Study of the sensitivity of c…Reliability-oriented global sensitivity analysis using subset simulation and space partition (2023)Reliability-oriented global s…Reliability sensitivity analysis of thermal protection system (2021)Reliability sensitivity analy…An efficient sampling approach for variance-based sensitivity analysis based on the law of total variance in the successive intervals without overlapping (2018)An efficient sampling approac…Importance Sampling-based Post-Processing Method for Global Sensitivity Analysis (2016)Importance Sampling-based Pos…Factorial Sampling Plans for Preliminary Computational Experiments (1991)A simple and efficient method for global sensitivity analysis based on cumulative distribution functions (2015)Variable importance analysis: A comprehensive review (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Statistics for Experimenters (1979)Design and Analysis of Computer Experiments (1989)Handbook on Constructing Composite Indicators (2005)An effective screening design for sensitivity analysis of large models (2007)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Global sensitivity analysis using polynomial chaos expansions (2007)Global Sensitivity Analysis. The Primer (2007)How to avoid a perfunctory sensitivity analysis (2010)SALib: An open-source Python library for Sensitivity Analysis (2017)Empirical Model Building and Response Surfaces (1988)Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)A Review on Global Sensitivity Analysis Methods (2015)A review of techniques for parameter sensitivity analysis of environmental models (1994)Bayesian analysis of computer code outputs: A tutorial (2006)Identification and Review of Sensitivity Analysis Methods (2002)Model-based design of experiments for parameter precision: State of the art (2007)A distribution-free approach to inducing rank correlation among input variables (1982)Uniform Design: Theory and Application (2000)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index3,567 cited
  • 1979Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,238 cited
  • 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems2,707 cited
  • 2002Making best use of model evaluations to compute sensitivity indices2,225 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 1973Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory1,041 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 1993Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal735 cited
  • 1999Analysis of variance designs for model output648 cited
  • 1997Sensitivity measures,anova-like Techniques and the use of bootstrap546 cited
  • 2012Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

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451 cited
  • 2002On the Relative Importance of Input Factors in Mathematical Models447 cited
  • 2012Global sensitivity measures from given data430 cited
  • Cited by

    • 2018An efficient sampling approach for variance-based sensitivity analysis based on the law of total variance in the successive intervals without overlapping27 cited
    • 2023Reliability-oriented global sensitivity analysis using subset simulation and space partition21 cited
    • 2021Reliability sensitivity analysis of thermal protection system13 cited
    • 2016Importance Sampling-based Post-Processing Method for Global Sensitivity Analysis13 cited